Neuropathic Time Series Report

Dataset statistics

Number of variables	21
Number of observations	201
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.5 KiB
Average record size in memory	176.0 B

Variable types

Categorical	3
Text	1
Unsupported	4
Numeric	13

Alerts

`class` has constant value "Neuropathic"	Constant
`flag` has constant value "real"	Constant
`file_path` has unique values	Unique
`rms_acc_x` has unique values	Unique
`rms_acc_y` has unique values	Unique
`path` has unique values	Unique
`samp_en_x` has unique values	Unique
`samp_en_y` has unique values	Unique
`f80_x` has unique values	Unique
`f80_y` has unique values	Unique
`mf_lf_x` has unique values	Unique
`mf_lf_y` has unique values	Unique
`mf_mf_x` has unique values	Unique
`mf_mf_y` has unique values	Unique
`mf_hf_x` has unique values	Unique
`mf_hf_y` has unique values	Unique
`cop_x` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cop_y` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`acc_x` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`acc_y` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-05-22 08:30:36.884300
Analysis finished	2024-05-22 08:30:51.615274
Duration	14.73 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

class
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Neuropathic	201

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	2211
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Neuropathic
2nd row	Neuropathic
3rd row	Neuropathic
4th row	Neuropathic
5th row	Neuropathic

Common Values

Value	Count	Frequency (%)
Neuropathic	201	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
neuropathic	201	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	201	9.1%
e	201	9.1%
u	201	9.1%
r	201	9.1%
o	201	9.1%
p	201	9.1%
a	201	9.1%
t	201	9.1%
h	201	9.1%
i	201	9.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2211	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	201	9.1%
e	201	9.1%
u	201	9.1%
r	201	9.1%
o	201	9.1%
p	201	9.1%
a	201	9.1%
t	201	9.1%
h	201	9.1%
i	201	9.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2211	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	201	9.1%
e	201	9.1%
u	201	9.1%
r	201	9.1%
o	201	9.1%
p	201	9.1%
a	201	9.1%
t	201	9.1%
h	201	9.1%
i	201	9.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2211	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	201	9.1%
e	201	9.1%
u	201	9.1%
r	201	9.1%
o	201	9.1%
p	201	9.1%
a	201	9.1%
t	201	9.1%
h	201	9.1%
i	201	9.1%

file_path
Text

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

Length

Max length	62
Median length	61
Mean length	59.885572
Min length	56

Characters and Unicode

Total characters	12037
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	201 ?
Unique (%)	100.0%

Sample

1st row	../data/raw/COP_Tests/DNG\participant_12\EBOA 1_SWARII.txt
2nd row	../data/raw/COP_Tests/DNG\participant_12\EBOA 2_SWARII.txt
3rd row	../data/raw/COP_Tests/DNG\participant_12\EBOA 3_SWARII.txt
4th row	../data/raw/COP_Tests/DNG\participant_12\EBOASI 1_SWARII.txt
5th row	../data/raw/COP_Tests/DNG\participant_12\EBOASI 2_SWARII.txt

Value	Count	Frequency (%)
2_swarii.txt	65	16.8%
1_swarii.txt	62	16.1%
3_swarii.txt	58	15.0%
data/raw/cop_tests/dng\participant_12\eboa	3	0.8%
data/raw/cop_tests/dng\participant_12\eboasi	3	0.8%
data/raw/cop_tests/dng\participant_12\eboctdsi	3	0.8%
data/raw/cop_tests/dng\participant_14\eboa	3	0.8%
data/raw/cop_tests/dng\participant_13\eboctd	3	0.8%
data/raw/cop_tests/dng\participant_13\ebocsitd	3	0.8%
data/raw/cop_tests/dng\participant_13\ebocsi	3	0.8%
Other values (74)	180	46.6%

Most occurring characters

Value	Count	Frequency (%)
t	1206	10.0%
a	1005	8.3%
/	804	6.7%
.	603	5.0%
_	603	5.0%
I	500	4.2%
r	402	3.3%
O	402	3.3%
i	402	3.3%
p	402	3.3%
Other values (31)	5708	47.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12037	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	1206	10.0%
a	1005	8.3%
/	804	6.7%
.	603	5.0%
_	603	5.0%
I	500	4.2%
r	402	3.3%
O	402	3.3%
i	402	3.3%
p	402	3.3%
Other values (31)	5708	47.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12037	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	1206	10.0%
a	1005	8.3%
/	804	6.7%
.	603	5.0%
_	603	5.0%
I	500	4.2%
r	402	3.3%
O	402	3.3%
i	402	3.3%
p	402	3.3%
Other values (31)	5708	47.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12037	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	1206	10.0%
a	1005	8.3%
/	804	6.7%
.	603	5.0%
_	603	5.0%
I	500	4.2%
r	402	3.3%
O	402	3.3%
i	402	3.3%
p	402	3.3%
Other values (31)	5708	47.4%

exam
Categorical

Distinct	10
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

EBOATD	26
EBOC	26
EBOCTD	26
EBOA	25
EBOASI	25
Other values (5)	73

Length

Max length	8
Median length	6
Mean length	5.9701493
Min length	4

Characters and Unicode

Total characters	1200
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EBOA
2nd row	EBOA
3rd row	EBOA
4th row	EBOASI
5th row	EBOASI

Common Values

Value	Count	Frequency (%)
EBOATD	26	12.9%
EBOC	26	12.9%
EBOCTD	26	12.9%
EBOA	25	12.4%
EBOASI	25	12.4%
EBOCSI	25	12.4%
EBOASITD	16	8.0%
EBOCSITD	15	7.5%
EBOCTDSI	9	4.5%
EBOATDSI	8	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eboatd	26	12.9%
eboc	26	12.9%
eboctd	26	12.9%
eboa	25	12.4%
eboasi	25	12.4%
ebocsi	25	12.4%
eboasitd	16	8.0%
ebocsitd	15	7.5%
eboctdsi	9	4.5%
eboatdsi	8	4.0%

Most occurring characters

Value	Count	Frequency (%)
E	201	16.8%
B	201	16.8%
O	201	16.8%
C	101	8.4%
A	100	8.3%
T	100	8.3%
D	100	8.3%
S	98	8.2%
I	98	8.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1200	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	201	16.8%
B	201	16.8%
O	201	16.8%
C	101	8.4%
A	100	8.3%
T	100	8.3%
D	100	8.3%
S	98	8.2%
I	98	8.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1200	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	201	16.8%
B	201	16.8%
O	201	16.8%
C	101	8.4%
A	100	8.3%
T	100	8.3%
D	100	8.3%
S	98	8.2%
I	98	8.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1200	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	201	16.8%
B	201	16.8%
O	201	16.8%
C	101	8.4%
A	100	8.3%
T	100	8.3%
D	100	8.3%
S	98	8.2%
I	98	8.2%

cop_x
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

cop_y
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

flag
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

real	201

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	804
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	real
2nd row	real
3rd row	real
4th row	real
5th row	real

Common Values

Value	Count	Frequency (%)
real	201	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
real	201	100.0%

Most occurring characters

Value	Count	Frequency (%)
r	201	25.0%
e	201	25.0%
a	201	25.0%
l	201	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	804	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	201	25.0%
e	201	25.0%
a	201	25.0%
l	201	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	804	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	201	25.0%
e	201	25.0%
a	201	25.0%
l	201	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	804	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	201	25.0%
e	201	25.0%
a	201	25.0%
l	201	25.0%

acc_x
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

acc_y
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	3.1 KiB

rms_acc_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4140525

Minimum	0.21437957
Maximum	4.6094109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.21437957
5-th percentile	0.3606697
Q1	0.69056731
median	1.1863004
Q3	1.9861165
95-th percentile	3.3609017
Maximum	4.6094109
Range	4.3950313
Interquartile range (IQR)	1.2955492

Descriptive statistics

Standard deviation	0.93790043
Coefficient of variation (CV)	0.6632713
Kurtosis	0.49970572
Mean	1.4140525
Median Absolute Deviation (MAD)	0.57651294
Skewness	1.0120725
Sum	284.22455
Variance	0.87965722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2574796197	1	0.5%
3.548915014	1	0.5%
3.219192351	1	0.5%
2.743535902	1	0.5%
4.000017208	1	0.5%
2.427105829	1	0.5%
2.244953226	1	0.5%
2.754464173	1	0.5%
1.21223	1	0.5%
2.544718265	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2143795731	1	0.5%
0.2483613759	1	0.5%
0.2574796197	1	0.5%
0.270346477	1	0.5%
0.2729954098	1	0.5%
0.2931276359	1	0.5%
0.2934060178	1	0.5%
0.2991096173	1	0.5%
0.3346370787	1	0.5%
0.3364756527	1	0.5%

Value	Count	Frequency (%)
4.609410891	1	0.5%
4.395143256	1	0.5%
4.000017208	1	0.5%
3.877103739	1	0.5%
3.548915014	1	0.5%
3.451415239	1	0.5%
3.404415649	1	0.5%
3.392539339	1	0.5%
3.38575885	1	0.5%
3.380526554	1	0.5%

rms_acc_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3761097

Minimum	0.6934246
Maximum	9.5625607
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.6934246
5-th percentile	0.86851528
Q1	1.2762987
median	1.9219305
Q3	2.7609311
95-th percentile	6.3102364
Maximum	9.5625607
Range	8.8691361
Interquartile range (IQR)	1.4846324

Descriptive statistics

Standard deviation	1.6719201
Coefficient of variation (CV)	0.70363757
Kurtosis	4.4691884
Mean	2.3761097
Median Absolute Deviation (MAD)	0.7223374
Skewness	2.0755001
Sum	477.59806
Variance	2.7953168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8754507799	1	0.5%
3.196508795	1	0.5%
5.84866833	1	0.5%
5.188394764	1	0.5%
7.666915633	1	0.5%
6.837457697	1	0.5%
3.937907679	1	0.5%
2.961786026	1	0.5%
2.927118585	1	0.5%
2.426128533	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.693424598	1	0.5%
0.7000164369	1	0.5%
0.7397948762	1	0.5%
0.74331324	1	0.5%
0.761720027	1	0.5%
0.7710135176	1	0.5%
0.7754037944	1	0.5%
0.7963647093	1	0.5%
0.8037851197	1	0.5%
0.8589319505	1	0.5%

Value	Count	Frequency (%)
9.562560662	1	0.5%
8.622623546	1	0.5%
8.517517384	1	0.5%
8.019267185	1	0.5%
8.017226084	1	0.5%
7.666915633	1	0.5%
6.952344885	1	0.5%
6.862460434	1	0.5%
6.837457697	1	0.5%
6.765803089	1	0.5%

path
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	418.05067

Minimum	125.86419
Maximum	1100.9568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	125.86419
5-th percentile	171.89509
Q1	283.61758
median	402.21982
Q3	502.45751
95-th percentile	742.90931
Maximum	1100.9568
Range	975.0926
Interquartile range (IQR)	218.83993

Descriptive statistics

Standard deviation	182.19669
Coefficient of variation (CV)	0.43582443
Kurtosis	1.2188998
Mean	418.05067
Median Absolute Deviation (MAD)	113.5278
Skewness	0.96453998
Sum	84028.184
Variance	33195.636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
154.4845403	1	0.5%
489.8515024	1	0.5%
621.1220299	1	0.5%
727.0036233	1	0.5%
1100.956788	1	0.5%
701.3716008	1	0.5%
568.441349	1	0.5%
418.0599161	1	0.5%
392.6496939	1	0.5%
550.7650278	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
125.8641867	1	0.5%
140.1693354	1	0.5%
145.9230739	1	0.5%
151.4749639	1	0.5%
153.9302527	1	0.5%
154.3671146	1	0.5%
154.4845403	1	0.5%
161.8533617	1	0.5%
166.985944	1	0.5%
169.4738719	1	0.5%

Value	Count	Frequency (%)
1100.956788	1	0.5%
1012.217505	1	0.5%
979.6005366	1	0.5%
940.0079704	1	0.5%
932.865081	1	0.5%
871.9898517	1	0.5%
820.1253582	1	0.5%
753.1712566	1	0.5%
746.2882724	1	0.5%
745.0585067	1	0.5%

samp_en_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17244298

Minimum	0.0134314
Maximum	0.50285898
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.0134314
5-th percentile	0.03161697
Q1	0.071074603
median	0.13010339
Q3	0.25896954
95-th percentile	0.41168147
Maximum	0.50285898
Range	0.48942758
Interquartile range (IQR)	0.18789493

Descriptive statistics

Standard deviation	0.12392442
Coefficient of variation (CV)	0.71863998
Kurtosis	-0.604684
Mean	0.17244298
Median Absolute Deviation (MAD)	0.081098046
Skewness	0.71180147
Sum	34.661039
Variance	0.015357262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.013796992	1	0.5%
0.470661893	1	0.5%
0.3648993023	1	0.5%
0.3282502496	1	0.5%
0.3165899218	1	0.5%
0.3501876119	1	0.5%
0.2699632135	1	0.5%
0.4116814745	1	0.5%
0.163556042	1	0.5%
0.3233820192	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0134314001	1	0.5%
0.013796992	1	0.5%
0.0173978738	1	0.5%
0.0176413819	1	0.5%
0.0205475258	1	0.5%
0.0247647631	1	0.5%
0.0248711913	1	0.5%
0.0258672906	1	0.5%
0.0309048	1	0.5%
0.0312982461	1	0.5%

Value	Count	Frequency (%)
0.5028589838	1	0.5%
0.4834190299	1	0.5%
0.470661893	1	0.5%
0.4415747695	1	0.5%
0.4371070826	1	0.5%
0.4351661662	1	0.5%
0.4257845323	1	0.5%
0.4222722264	1	0.5%
0.4158640167	1	0.5%
0.4150147816	1	0.5%

samp_en_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.27735281

Minimum	0.071889726
Maximum	0.70512911
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.071889726
5-th percentile	0.089107921
Q1	0.16041173
median	0.25374468
Q3	0.36955441
95-th percentile	0.59072234
Maximum	0.70512911
Range	0.63323939
Interquartile range (IQR)	0.20914268

Descriptive statistics

Standard deviation	0.14701521
Coefficient of variation (CV)	0.5300657
Kurtosis	0.11869231
Mean	0.27735281
Median Absolute Deviation (MAD)	0.098765999
Skewness	0.83150753
Sum	55.747914
Variance	0.021613472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1030590937	1	0.5%
0.3695544072	1	0.5%
0.608390596	1	0.5%
0.505326861	1	0.5%
0.4771963569	1	0.5%
0.6335139089	1	0.5%
0.4897266732	1	0.5%
0.4190883086	1	0.5%
0.422593589	1	0.5%
0.3472300034	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0718897256	1	0.5%
0.0725219629	1	0.5%
0.0762431572	1	0.5%
0.083465135	1	0.5%
0.0838249397	1	0.5%
0.0849476893	1	0.5%
0.0849994428	1	0.5%
0.0851895345	1	0.5%
0.0862282308	1	0.5%
0.0883682101	1	0.5%

Value	Count	Frequency (%)
0.7051291116	1	0.5%
0.666411737	1	0.5%
0.66100706	1	0.5%
0.6335139089	1	0.5%
0.6310387943	1	0.5%
0.6251620562	1	0.5%
0.622644115	1	0.5%
0.6171764323	1	0.5%
0.608390596	1	0.5%
0.6054771058	1	0.5%

f80_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	686.10775

Minimum	98.658589
Maximum	2265.5144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	98.658589
5-th percentile	190.46012
Q1	361.11883
median	603.95829
Q3	936.0583
95-th percentile	1511.1197
Maximum	2265.5144
Range	2166.8558
Interquartile range (IQR)	574.93947

Descriptive statistics

Standard deviation	411.87635
Coefficient of variation (CV)	0.60030856
Kurtosis	1.6422728
Mean	686.10775
Median Absolute Deviation (MAD)	276.36321
Skewness	1.1314186
Sum	137907.66
Variance	169642.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132.64966	1	0.5%
1240.133506	1	0.5%
1058.999871	1	0.5%
1540.270299	1	0.5%
2253.309346	1	0.5%
1083.585994	1	0.5%
1083.88716	1	0.5%
707.7382861	1	0.5%
456.4503005	1	0.5%
1225.588598	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
98.65858885	1	0.5%
125.0003259	1	0.5%
132.64966	1	0.5%
166.0776521	1	0.5%
166.1947372	1	0.5%
166.3213434	1	0.5%
181.975262	1	0.5%
183.655881	1	0.5%
184.0924451	1	0.5%
189.4398314	1	0.5%

Value	Count	Frequency (%)
2265.51438	1	0.5%
2253.309346	1	0.5%
2135.675208	1	0.5%
1712.937409	1	0.5%
1639.26448	1	0.5%
1614.594799	1	0.5%
1544.639175	1	0.5%
1544.029487	1	0.5%
1540.270299	1	0.5%
1511.774397	1	0.5%

f80_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	992.04357

Minimum	370.84685
Maximum	3216.9799
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	370.84685
5-th percentile	430.51698
Q1	668.06152
median	887.44404
Q3	1143.1532
95-th percentile	2003.6314
Maximum	3216.9799
Range	2846.133
Interquartile range (IQR)	475.09172

Descriptive statistics

Standard deviation	497.68326
Coefficient of variation (CV)	0.5016748
Kurtosis	3.1497202
Mean	992.04357
Median Absolute Deviation (MAD)	235.36767
Skewness	1.6330039
Sum	199400.76
Variance	247688.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448.7874142	1	0.5%
1118.165532	1	0.5%
2003.631374	1	0.5%
1780.975907	1	0.5%
2636.217542	1	0.5%
1996.38941	1	0.5%
1484.197101	1	0.5%
1077.797924	1	0.5%
1153.867934	1	0.5%
1082.310159	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
370.8468533	1	0.5%
372.6425931	1	0.5%
383.2227838	1	0.5%
388.6607837	1	0.5%
404.0442544	1	0.5%
406.2054824	1	0.5%
411.1419924	1	0.5%
411.4052238	1	0.5%
423.2777782	1	0.5%
427.3969426	1	0.5%

Value	Count	Frequency (%)
3216.979883	1	0.5%
2648.329584	1	0.5%
2636.217542	1	0.5%
2577.197098	1	0.5%
2473.022989	1	0.5%
2450.988083	1	0.5%
2260.574595	1	0.5%
2222.648337	1	0.5%
2083.588336	1	0.5%
2079.179135	1	0.5%

mf_lf_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.073776

Minimum	7.6144221
Maximum	175.67664
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	7.6144221
5-th percentile	11.933359
Q1	23.178266
median	40.721786
Q3	60.808386
95-th percentile	91.779356
Maximum	175.67664
Range	168.06222
Interquartile range (IQR)	37.630121

Descriptive statistics

Standard deviation	28.485496
Coefficient of variation (CV)	0.63197492
Kurtosis	3.7438825
Mean	45.073776
Median Absolute Deviation (MAD)	18.58805
Skewness	1.5324775
Sum	9059.8289
Variance	811.42346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.614422075	1	0.5%
48.96382782	1	0.5%
42.42954261	1	0.5%
118.7344507	1	0.5%
175.6766434	1	0.5%
77.18701493	1	0.5%
76.58206833	1	0.5%
15.17998114	1	0.5%
19.53826759	1	0.5%
91.77935627	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.614422075	1	0.5%
7.93257393	1	0.5%
8.623364292	1	0.5%
9.218863295	1	0.5%
9.87616023	1	0.5%
10.91292898	1	0.5%
11.34696334	1	0.5%
11.58891159	1	0.5%
11.61431705	1	0.5%
11.92935494	1	0.5%

Value	Count	Frequency (%)
175.6766434	1	0.5%
166.0783525	1	0.5%
146.0178559	1	0.5%
129.5774906	1	0.5%
129.3596394	1	0.5%
118.7344507	1	0.5%
117.5658507	1	0.5%
103.058141	1	0.5%
96.10983637	1	0.5%
95.02405055	1	0.5%

mf_lf_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.342078

Minimum	21.443016
Maximum	139.95256
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	21.443016
5-th percentile	30.860042
Q1	39.455266
median	53.21461
Q3	69.45322
95-th percentile	96.456619
Maximum	139.95256
Range	118.50954
Interquartile range (IQR)	29.997954

Descriptive statistics

Standard deviation	21.907487
Coefficient of variation (CV)	0.38882994
Kurtosis	0.68618469
Mean	56.342078
Median Absolute Deviation (MAD)	14.339587
Skewness	0.90907048
Sum	11324.758
Variance	479.93798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.26303929	1	0.5%
57.52178018	1	0.5%
90.44012153	1	0.5%
83.03008146	1	0.5%
100.548046	1	0.5%
72.14086371	1	0.5%
77.07510775	1	0.5%
56.56303411	1	0.5%
63.42410099	1	0.5%
50.7151846	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21.44301649	1	0.5%
21.84574564	1	0.5%
22.28147854	1	0.5%
22.71439948	1	0.5%
22.88330344	1	0.5%
23.02964085	1	0.5%
24.97049361	1	0.5%
27.5867845	1	0.5%
27.6540338	1	0.5%
29.42955016	1	0.5%

Value	Count	Frequency (%)
139.9525575	1	0.5%
119.2852093	1	0.5%
116.0153188	1	0.5%
114.8685069	1	0.5%
110.382772	1	0.5%
104.4706883	1	0.5%
104.3503047	1	0.5%
104.2814477	1	0.5%
100.548046	1	0.5%
99.62205304	1	0.5%

mf_mf_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.463452

Minimum	1.2381509
Maximum	36.936324
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	1.2381509
5-th percentile	2.9509801
Q1	5.149696
median	9.6391325
Q3	16.235964
95-th percentile	26.864156
Maximum	36.936324
Range	35.698173
Interquartile range (IQR)	11.086268

Descriptive statistics

Standard deviation	7.863357
Coefficient of variation (CV)	0.68595016
Kurtosis	0.57675739
Mean	11.463452
Median Absolute Deviation (MAD)	5.0806921
Skewness	1.0593718
Sum	2304.1539
Variance	61.832384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.322267826	1	0.5%
31.47097986	1	0.5%
26.60137966	1	0.5%
20.58780672	1	0.5%
31.00595297	1	0.5%
16.26897548	1	0.5%
16.74201146	1	0.5%
22.18038689	1	0.5%
11.17467201	1	0.5%
18.41751943	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.238150934	1	0.5%
2.097441263	1	0.5%
2.322267826	1	0.5%
2.322984862	1	0.5%
2.452341973	1	0.5%
2.461067945	1	0.5%
2.58866797	1	0.5%
2.646297908	1	0.5%
2.66611638	1	0.5%
2.765346675	1	0.5%

Value	Count	Frequency (%)
36.93632375	1	0.5%
35.96059068	1	0.5%
34.363621	1	0.5%
32.89732363	1	0.5%
31.47097986	1	0.5%
31.00595297	1	0.5%
30.56587171	1	0.5%
28.56622673	1	0.5%
28.54434944	1	0.5%
27.68421602	1	0.5%

mf_mf_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.822807

Minimum	4.632193
Maximum	72.852129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	4.632193
5-th percentile	6.6435994
Q1	10.478873
median	15.931432
Q3	22.016921
95-th percentile	46.780313
Maximum	72.852129
Range	68.219936
Interquartile range (IQR)	11.538048

Descriptive statistics

Standard deviation	12.804135
Coefficient of variation (CV)	0.68024576
Kurtosis	4.3070567
Mean	18.822807
Median Absolute Deviation (MAD)	6.0537075
Skewness	1.9958334
Sum	3783.3842
Variance	163.94586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.643599388	1	0.5%
23.93802131	1	0.5%
43.47470039	1	0.5%
36.8662628	1	0.5%
64.26423789	1	0.5%
46.78031321	1	0.5%
28.10853436	1	0.5%
22.0169206	1	0.5%
23.17738938	1	0.5%
22.16681711	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.632193048	1	0.5%
5.005743343	1	0.5%
5.423701522	1	0.5%
5.58786641	1	0.5%
5.626381375	1	0.5%
5.694471378	1	0.5%
5.962746789	1	0.5%
6.253076598	1	0.5%
6.324406157	1	0.5%
6.552386904	1	0.5%

Value	Count	Frequency (%)
72.85212917	1	0.5%
66.02949957	1	0.5%
65.85483778	1	0.5%
64.26423789	1	0.5%
59.3816492	1	0.5%
57.22066757	1	0.5%
57.19427642	1	0.5%
57.12197481	1	0.5%
55.96491817	1	0.5%
46.80089101	1	0.5%

mf_hf_x
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5748339

Minimum	0.17132422
Maximum	7.2847193
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.17132422
5-th percentile	0.31155108
Q1	0.67951993
median	1.2656056
Q3	2.2709891
95-th percentile	3.608365
Maximum	7.2847193
Range	7.1133951
Interquartile range (IQR)	1.5914692

Descriptive statistics

Standard deviation	1.1389721
Coefficient of variation (CV)	0.72323316
Kurtosis	3.3531728
Mean	1.5748339
Median Absolute Deviation (MAD)	0.682154
Skewness	1.479017
Sum	316.54162
Variance	1.2972575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.499995488	1	0.5%
2.909980217	1	0.5%
2.535325562	1	0.5%
3.00897912	1	0.5%
3.24229149	1	0.5%
2.363576974	1	0.5%
2.169448083	1	0.5%
1.686535987	1	0.5%
0.9985009818	1	0.5%
1.541665043	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1713242186	1	0.5%
0.1773381646	1	0.5%
0.2023647979	1	0.5%
0.2177225409	1	0.5%
0.2317100426	1	0.5%
0.2511905004	1	0.5%
0.2655010763	1	0.5%
0.2663607454	1	0.5%
0.2897514264	1	0.5%
0.3103054013	1	0.5%

Value	Count	Frequency (%)
7.284719289	1	0.5%
5.873398682	1	0.5%
4.843174172	1	0.5%
4.727016224	1	0.5%
4.413559436	1	0.5%
4.376797448	1	0.5%
3.957925653	1	0.5%
3.936606647	1	0.5%
3.853071948	1	0.5%
3.803938943	1	0.5%

mf_hf_y
Real number (ℝ)

UNIQUE

Distinct	201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.798737

Minimum	0.36418126
Maximum	13.513164
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0.36418126
5-th percentile	0.81296813
Q1	1.4301043
median	2.1728586
Q3	3.3448426
95-th percentile	7.3856755
Maximum	13.513164
Range	13.148983
Interquartile range (IQR)	1.9147383

Descriptive statistics

Standard deviation	2.206219
Coefficient of variation (CV)	0.78829091
Kurtosis	5.0389692
Mean	2.798737
Median Absolute Deviation (MAD)	0.88296002
Skewness	2.1271787
Sum	562.54615
Variance	4.8674021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7261473306	1	0.5%
2.608711862	1	0.5%
7.397424743	1	0.5%
7.248279625	1	0.5%
9.046608287	1	0.5%
9.266718234	1	0.5%
6.030981694	1	0.5%
3.027736139	1	0.5%
2.819305646	1	0.5%
4.518283496	1	0.5%
Other values (191)	191	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3641812612	1	0.5%
0.6083680241	1	0.5%
0.6637964436	1	0.5%
0.701347127	1	0.5%
0.7020305964	1	0.5%
0.7042350312	1	0.5%
0.7190041287	1	0.5%
0.7261473306	1	0.5%
0.7440249463	1	0.5%
0.7892973859	1	0.5%

Value	Count	Frequency (%)
13.51316408	1	0.5%
10.90338507	1	0.5%
10.84096912	1	0.5%
10.56552251	1	0.5%
9.946866523	1	0.5%
9.266718234	1	0.5%
9.046608287	1	0.5%
8.325813614	1	0.5%
7.912330385	1	0.5%
7.397424743	1	0.5%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	class	file_path	exam	cop_x	cop_y	flag	acc_x	acc_y	rms_acc_x	rms_acc_y	path	samp_en_x	samp_en_y	f80_x	f80_y	mf_lf_x	mf_lf_y	mf_mf_x	mf_mf_y	mf_hf_x	mf_hf_y
232	Neuropathic	../data/raw/COP_Tests/DNG\participant_12\EBOA 1_SWARII.txt	EBOA	[0.1573173094, 0.16568541920000002, 0.17469752430000002, 0.1835473485, 0.183844836, 0.1721494547, 0.17801854790000002, 0.1778272098, 0.1874362131, 0.2055584419, 0.2213108385, 0.2427932069, 0.25659933420000003, 0.2703099211, 0.2757443519, 0.269668624, 0.2696106014, 0.2665461745, 0.2619406965, 0.2530857634, 0.2383634917, 0.22581733680000002, 0.2097007165, 0.1981402428, 0.1758915077, 0.1608928937, 0.1476680256, 0.1327854922, 0.1276036384, 0.1156060185, 0.10603645440000001, 0.0969200738, 0.0892727733, 0.0789867635, 0.0654385213, 0.058794487900000005, 0.0520711379, 0.0350032863, 0.0287130667, 0.0216388448, 0.014658085400000001, 0.0047444566, -0.0048906654, -0.010481618600000001, -0.0204194974, -0.0276494125, -0.0240705337, -0.0262342123, -0.027513009600000003, -0.0189568045, -0.0084570591, -6.03902e-05, 0.0043109105, 0.0145798021, 0.0246136486, 0.0376554434, 0.053733729, 0.0678469563, 0.0839725796, 0.0991072355, 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233	Neuropathic	../data/raw/COP_Tests/DNG\participant_12\EBOA 2_SWARII.txt	EBOA	[0.108536666, 0.1121940545, 0.12300916540000001, 0.1267546062, 0.1363334494, 0.1425248359, 0.1470413569, 0.15088115, 0.1482342938, 0.1412855431, 0.136475843, 0.13679346250000002, 0.1334060336, 0.1388526294, 0.14003291510000002, 0.1425154848, 0.1495883164, 0.1538597843, 0.15776446360000002, 0.16624890550000002, 0.1746655868, 0.1828200208, 0.186565434, 0.1887392973, 0.18682387520000002, 0.18884213830000002, 0.1845168411, 0.1832875206, 0.18273291700000002, 0.1813675048, 0.1855118343, 0.1895544052, 0.18887008660000001, 0.19195129630000002, 0.1964346995, 0.1954247815, 0.1917791945, 0.1895726221, 0.1872521591, 0.1860328017, 0.17890301090000002, 0.17730454480000002, 0.1794079687, 0.1773501398, 0.1738611297, 0.1716061292, 0.1712353381, 0.1749167566, 0.1736060029, 0.17292905220000002, 0.1677990355, 0.1607305183, 0.1484692817, 0.12884403120000001, 0.111816729, 0.0933447605, 0.07816630520000001, 0.0565539138, 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241	Neuropathic	../data/raw/COP_Tests/DNG\participant_12\EBOATDSI 1_SWARII.txt	EBOATDSI	[0.47606917800000004, 0.45853194610000003, 0.4563905984, 0.4725767201, 0.4898650698, 0.5098980498, 0.5273129074, 0.5526086561, 0.5832180047000001, 0.6084109516, 0.6238677603, 0.6231304815, 0.5965156811, 0.5530070059000001, 0.4909682446, 0.43184805530000003, 0.3804413893, 0.3309921571, 0.2725301706, 0.1832792058, 0.0496467034, -0.1133182643, -0.2836559999, -0.42438065890000004, -0.5328201063, -0.57810094, -0.563924521, -0.5129060881, -0.4491810228, -0.3951796219, -0.3393127825, -0.2838974602, -0.2196725665, -0.1487366709, -0.0762237375, -0.0182454061, 0.019397316300000002, 0.0295513246, 0.0005099897, -0.0546636566, -0.1372923621, -0.2264325208, -0.30604413750000004, -0.3938028666, -0.4871188086, -0.5974658033, -0.7052760418, -0.8011196886, -0.8799200239, -0.9324567792, -0.9530035295, -0.9294483389, -0.8811001469, -0.7887431781, -0.6768899878, -0.5423149543, -0.40913394280000004, -0.2785394043, 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	class	file_path	exam	cop_x	cop_y	flag	acc_x	acc_y	rms_acc_x	rms_acc_y	path	samp_en_x	samp_en_y	f80_x	f80_y	mf_lf_x	mf_lf_y	mf_mf_x	mf_mf_y	mf_hf_x	mf_hf_y
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Overview

Variables

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Length

Common Values (Plot)

Most occurring characters

Most occurring categories

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Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample